Avocado trees contain a fungicidal toxin called persin. ... Persin is considered only mildly toxic to dogs, but depending on how much was consumed, it can cause an upset stomach, vomiting or diarrhea. Because of the avocado's high fat content, it can also cause pancreatitis in dogs.